IP Library Granted Patent US 10,291,267
Granted Patent B2
US 10,291,267 · App. 15/228,430 · Granted May 14, 2019

Band-limited digital pre-distortion (DPD) expansion estimation and curve adjustment

Inventor: Elad Shaked (San Diego, CA)
Assignee: MAXLINEAR, INC.
H04B1/0475H03F1/3241H03F1/3247H03F3/24
View Patent ↗
Loading inventors, assignments & file history…
Monitor This Case
Get email alerts when status or documents change.
Order Certified Copies
Most orders are placed with the USPTO same day — all within 24 business hours.
Order via The Patent Place →
Pre-filled with this patent's details
Quick Facts
Patent No.
US 10,291,267
App. No.
15/228,430
Granted
May 14, 2019
Kind
B2
Abstract

Systems and methods are provided for band-limited digital pre-distortion (DPD) expansion estimation and curve adjustment. Pre-distortion adjustments may be applied during processing of an input signal, and expansion introduced as result of applying the pre-distortion adjustments may then be estimated. Expansion adjustments may then be determined based on the estimated expansion, and the expansion adjustments may be applied in a feedback manner during subsequent processing operations.

Claims (40)

1. A method comprising:

applying during processing of an input signal, pre-distortion adjustment;

estimating expansion introduced as result of applying the pre-distortion adjustment, wherein estimating the expansion comprises using band-limited expansion estimation, the band-limited expansion estimation comprising:

extracting a non-linear response based on observing a transmit/receive (Tx/Rx) band-limited signal and a training sequence; and

determining an amount of expansion based on the extracted non-linear response;

generating expansion adjustment based on the estimated expansion; and

applying the expansion adjustment in a feedback manner during subsequent processing operations.

2. The method of claim 1 , further comprising applying one or more additional adjustments for handling the estimated expansion and/or to account for applying the expansion adjustments.

3. The method of claim 2 , wherein the one or more additional adjustments comprise at least one of gain adjustment and attenuation adjustment.

4. The method of claim 1 , wherein estimating the expansion comprises:

sampling a gain curve; and

estimating the expansion based on an assessment of positioning of sample points below or above the gain curve.

5. The method of claim 1 , further comprising modifying the pre-distortion adjustment based on feedback received from a receiver-side.

6. The method of claim 5 , further comprising modifying the pre-distortion adjustment by adjusting, based on the feedback received from the receiver-side, pre-distortion curves used when applying pre-distortion.

7. A system comprising:

a transmitter comprising one or more circuits that are configured to:

apply during processing of an input signal, pre-distortion adjustment;

estimate expansion introduced as result of applying the pre-distortion adjustment, wherein estimating the expansion comprises use of band-limited expansion estimation, the one or more circuits being configured to, when using the band-limited expansion estimation:

extract a non-linear response based on observing transmit/receive (Tx/Rx) band-limited signal and a training sequence; and

determine an amount of expansion based on the extracted non-linear response;

generate expansion adjustment based on the estimated expansion; and

apply the expansion adjustment in a feedback manner during subsequent processing operations.

8. The system of claim 7 , wherein the one or more circuits are further configured to apply one or more additional adjustments for handling the estimated expansion and/or to account for applying the expansion adjustments.

9. The system of claim 8 , wherein the one or more additional adjustments comprise one or both of gain adjustment and attenuation adjustment.

10. The system of claim 7 , wherein the one or more circuits are further configured to, when estimating the expansion:

sample a gain curve; and

estimate expansion based on an assessment of positioning of sample points below or above the gain curve.

11. The system of claim 7 , wherein the one or more circuits are further configured to modify the pre-distortion adjustment based on feedback received from a receiver-side.

12. The system of claim 11 , wherein the one or more circuits are further configured to modify the pre-distortion adjustment by adjusting, based on the feedback received from the receiver-side, pre-distortion curves used when applying pre-distortion.

13. A system comprising:

a pre-distortion circuit configured to apply pre-distortion adjustments during processing of signals for transmission; and

a controller circuit for controlling the pre-distortion adjustments applied via the pre-distortion circuit, wherein the controller circuit is configured to:

estimate expansion introduced as result of applying the pre-distortion adjustments, wherein the controller circuit is further configured to, when estimating the expansion:

extract a non-linear response based on observing a band-limited signal and a training sequence; and

determine an amount of expansion based on the extracted non-linear response; and

generate one or more adjustments based on the estimated expansion.

14. The system of claim 13 , wherein the controller circuit is further configured to:

sample a gain curve; and

estimate the expansion based on an assessment of positioning of sample points below or above the gain curve.

15. The system of claim 13 , wherein the controller circuit is further configured to modify the pre-distortion adjustments based on feedback received from a receiver-side.

Assignments (5)
SECURITY AGREEMENT Recorded Jul 9, 2021
From: MAXLINEAR, INC.; MAXLINEAR COMMUNICATIONS, LLC; EXAR CORPORATION
To: WELLS FARGO BANK, NATIONAL ASSOCIATION
Reel/Frame 056816/0089 →
RELEASE OF SECURITY INTEREST Recorded Jun 23, 2021
From: MUFG UNION BANK, N.A.
To: MAXLINEAR, INC.; EXAR CORPORATION; MAXLINEAR COMMUNICATIONS LLC
Reel/Frame 056656/0204 →
SUCCESSION OF AGENCY (REEL 042453 / FRAME 0001) Recorded Jul 1, 2020
From: JPMORGAN CHASE BANK, N.A.
To: MUFG UNION BANK, N.A.
Reel/Frame 053115/0842 →
SECURITY AGREEMENT Recorded May 12, 2017
From: MAXLINEAR, INC.; ENTROPIC COMMUNICATIONS, LLC (F/K/A ENTROPIC COMMUNICATIONS, INC.); EXAR CORPORATION
To: JPMORGAN CHASE BANK, N.A., AS COLLATERAL AGENT
Reel/Frame 042453/0001 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Aug 4, 2016
From: SHAKED, ELAD
To: MAXLINEAR, INC.
Reel/Frame 039344/0295 →
Continuity (2)
Provisional Application 62203234 · Aug 10, 2015
Related Publication 20170047965A1 · Feb 16, 2017